The table below looks at the statistics for Data Management skills in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited Data Management over the 3 months to 1 October 2016 with a comparison to the same period over the previous 2 years.

3 months to
1 Oct 2016
Same period 2015 Same period 2014
Data Management
Rank 88 105 139
Rank change year-on-year
+17 +34
Permanent jobs citing Data Management 58 58 39
As % of all permanent IT jobs located in Scotland 2.33% 1.76% 1.07%
As % of the Processes & Methodologies category 2.60% 1.95% 1.24%
Number of salaries quoted 41 40 27
Median salary £60,000 £47,500 £42,500
Median salary % change year-on-year
+26.31% +11.76%
90% offered a salary of more than £30,000 £39,400 £29,000
10% offered a salary of more than £72,500 £67,000 £70,000
UK excluding London median salary £50,000 £45,000 £45,000
% change year-on-year
+11.11% -
Data Management
UK

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Scotland region.

Processes & Methodologies Category
Scotland
Permanent IT job ads with a match in the
Processes & Methodologies category
2228 2967 3135
As % of all permanent IT jobs located in Scotland 89.59% 90.02% 86.13%
Number of salaries quoted 1395 1865 1999
Median salary £45,000 £45,000 £42,000
Median salary % change year-on-year
- +7.14%
90% offered a salary of more than £31,000 £32,000 £30,000
10% offered a salary of more than £65,000 £61,000 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Management
Jobs Demand Trend in Scotland

The demand trend of job ads across the Scotland region citing Data Management as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Management Jobs Demand Trend in Scotland

Data Management
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Management across the Scotland region.

Data Management Salary Trend in Scotland

Data Management
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing Data Management across the Scotland region over the 3 months to 1 October 2016.

Data Management Salary Histogram in Scotland

Data Management
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Management within the Scotland region over the 3 months to 1 October 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh +26 35 £60,000 +26.31% 3
Glasgow +20 29 £55,000 +15.78% 1
Stirling +7 1 - -
Data Management
UK

Data Management
Top 30 Related IT Skills in Scotland

For the 6 months to 1 October 2016, IT jobs citing Data Management also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Scotland region with a requirement for Data Management.

1 70 (57.85%) Finance
2 54 (44.63%) Business Intelligence
3 51 (42.15%) SQL
4 50 (41.32%) Analytical Skills
5 36 (29.75%) Agile Software Development
6 34 (28.10%) Data Warehouse
7 28 (23.14%) Big Data
8 26 (21.49%) Master Data Management
9 25 (20.66%) Banking
9 25 (20.66%) Data Analysis
10 24 (19.83%) Visualisation
10 24 (19.83%) Data Quality
11 23 (19.01%) Tableau
11 23 (19.01%) Data Integration
11 23 (19.01%) Python
12 22 (18.18%) Oracle
12 22 (18.18%) Data Governance
13 21 (17.36%) Analytics
14 20 (16.53%) Java
15 19 (15.70%) HTML
15 19 (15.70%) Data Modelling
15 19 (15.70%) Scrum
15 19 (15.70%) HTML5
16 18 (14.88%) Regression Testing
17 17 (14.05%) SAP
17 17 (14.05%) Hadoop
17 17 (14.05%) Git (software)
17 17 (14.05%) People Management
18 16 (13.22%) Apache Spark
18 16 (13.22%) Data Visualisation

Data Management
Top Related IT Skills in Scotland by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 16 (13.22%) Apache Spark
2 15 (12.40%) SAS
3 8 (6.61%) WordPress
4 2 (1.65%) SharePoint
5 1 (0.83%) Apache Pig
5 1 (0.83%) IIS
Applications
1 11 (9.09%) MS Excel
2 8 (6.61%) Adobe Illustrator
2 8 (6.61%) InDesign
2 8 (6.61%) Photoshop
3 3 (2.48%) MS Office
4 2 (1.65%) SPSS
5 1 (0.83%) MS PowerPoint
5 1 (0.83%) MS Visio
Business Applications
1 9 (7.44%) SAP MDM
2 1 (0.83%) Dynamics CRM
2 1 (0.83%) Markit EDM
Cloud Services
1 5 (4.13%) Google Analytics
2 2 (1.65%) Google Cloud Platform
Communications & Networking
1 1 (0.83%) Internet
1 1 (0.83%) LAN
1 1 (0.83%) SMS
1 1 (0.83%) WAN
Database & Business Intelligence
1 34 (28.10%) Data Warehouse
2 28 (23.14%) Big Data
3 17 (14.05%) Hadoop
4 12 (9.92%) Impala
4 12 (9.92%) Spotfire
4 12 (9.92%) Sqoop
5 11 (9.09%) BusinessObjects
5 11 (9.09%) SQL Server
6 9 (7.44%) DataStage
7 7 (5.79%) SQL Server 2014
7 7 (5.79%) SQL Server Integration Services
7 7 (5.79%) SQL Server Reporting Services
8 6 (4.96%) PowerCenter
8 6 (4.96%) Relational Database
8 6 (4.96%) SQL Server Analysis Services
9 5 (4.13%) Enterprise Data Warehouse
9 5 (4.13%) MS Access
9 5 (4.13%) Oracle BI EE
9 5 (4.13%) QlikView
9 5 (4.13%) SQL Server 2012
Development Applications
1 17 (14.05%) Git (software)
2 13 (10.74%) JIRA
3 12 (9.92%) Jenkins
3 12 (9.92%) Subversion
4 5 (4.13%) Cucumber
4 5 (4.13%) Selenium
4 5 (4.13%) Team Foundation Server
4 5 (4.13%) Visual Studio
General
1 70 (57.85%) Finance
2 25 (20.66%) Banking
3 15 (12.40%) Marketing
4 12 (9.92%) Retail
5 8 (6.61%) Advertising
5 8 (6.61%) Retail Banking
5 8 (6.61%) Telecoms
6 1 (0.83%) Financial Institution
6 1 (0.83%) Law
6 1 (0.83%) Legal
6 1 (0.83%) Private Banking
Job Titles
1 29 (23.97%) Developer
2 18 (14.88%) Analyst
3 16 (13.22%) Big Data Developer
4 12 (9.92%) Consultant
5 11 (9.09%) Business Analyst
6 10 (8.26%) Data Consultant
6 10 (8.26%) Data Manager
6 10 (8.26%) Senior Analyst
6 10 (8.26%) Technical Analyst
6 10 (8.26%) Technical Business Analyst
7 9 (7.44%) Senior Business Analyst
8 8 (6.61%) Marketing Manager
8 8 (6.61%) Senior Technical Analyst
8 8 (6.61%) Senior Technical Business Analyst
9 7 (5.79%) Master Data Manager
9 7 (5.79%) SAP Data Manager
9 7 (5.79%) SAP Manager
9 7 (5.79%) SAP Master Data Manager
9 7 (5.79%) Software Engineer
10 6 (4.96%) ETL Developer
Libraries, Frameworks & Software Standards
1 19 (15.70%) HTML
1 19 (15.70%) HTML5
2 12 (9.92%) D3.js
3 5 (4.13%) AngularJS
3 5 (4.13%) CSS
3 5 (4.13%) jQuery
3 5 (4.13%) LESS
3 5 (4.13%) Middleware
3 5 (4.13%) Node.js
3 5 (4.13%) REST
4 2 (1.65%) .NET
4 2 (1.65%) ASP.NET
4 2 (1.65%) Web Services
5 1 (0.83%) EDI
5 1 (0.83%) XML
Miscellaneous
1 50 (41.32%) Analytical Skills
2 24 (19.83%) Visualisation
3 23 (19.01%) Data Integration
4 14 (11.57%) Social Media
5 12 (9.92%) Market Risk
6 8 (6.61%) Blog
6 8 (6.61%) Copywriting
7 6 (4.96%) Data Structures
7 6 (4.96%) Enterprise Software
7 6 (4.96%) Management Information System
8 5 (4.13%) Derivative
9 3 (2.48%) Data Centre
10 2 (1.65%) Credit Risk
10 2 (1.65%) Data Extraction
10 2 (1.65%) Ontologies
10 2 (1.65%) Reference Data
10 2 (1.65%) SCADA
10 2 (1.65%) Statistics
10 2 (1.65%) Virtual Team
11 1 (0.83%) Smartphone
Operating Systems
1 8 (6.61%) Unix
2 6 (4.96%) Linux
Processes & Methodologies
1 54 (44.63%) Business Intelligence
2 36 (29.75%) Agile Software Development
3 26 (21.49%) Master Data Management
4 25 (20.66%) Data Analysis
5 22 (18.18%) Data Governance
6 21 (17.36%) Analytics
7 19 (15.70%) Data Modelling
7 19 (15.70%) Scrum
8 18 (14.88%) Regression Testing
9 17 (14.05%) People Management
10 16 (13.22%) Data Visualisation
11 15 (12.40%) SDLC
11 15 (12.40%) Stakeholder Management
12 14 (11.57%) Information Management
12 14 (11.57%) OO
13 13 (10.74%) Coaching
13 13 (10.74%) Information Architecture
13 13 (10.74%) Workflow
14 12 (9.92%) Mentoring
14 12 (9.92%) Trend Analysis
Programming Languages
1 51 (42.15%) SQL
2 23 (19.01%) Python
3 20 (16.53%) Java
4 14 (11.57%) C#
5 12 (9.92%) Scala
6 7 (5.79%) C++
6 7 (5.79%) JavaScript
6 7 (5.79%) T-SQL
7 5 (4.13%) R
7 5 (4.13%) Shell Script
7 5 (4.13%) VBA
8 3 (2.48%) PL/SQL
9 2 (1.65%) Delphi
10 1 (0.83%) Bash Shell
10 1 (0.83%) Perl
10 1 (0.83%) VB
10 1 (0.83%) XPath
Qualifications
1 7 (5.79%) Degree
2 1 (0.83%) CCA
2 1 (0.83%) CISA
2 1 (0.83%) CISM
2 1 (0.83%) CISSP
2 1 (0.83%) CRISC
2 1 (0.83%) ITIL Certification
2 1 (0.83%) PRINCE2 Certification
Quality Assurance & Compliance
1 24 (19.83%) Data Quality
2 12 (9.92%) QA
3 3 (2.48%) PCI DSS
4 1 (0.83%) ISO/IEC 27001
4 1 (0.83%) SLA
System Software
1 1 (0.83%) Apache Flume
Systems Management
1 12 (9.92%) Oozie
1 12 (9.92%) Rundeck
2 1 (0.83%) MOM
2 1 (0.83%) Systems Management Server (SMS)
Vendors
1 23 (19.01%) Tableau
2 22 (18.18%) Oracle
3 17 (14.05%) SAP
4 13 (10.74%) MicroStrategy
5 9 (7.44%) IBM
6 8 (6.61%) Adobe
6 8 (6.61%) Cognos
6 8 (6.61%) Facebook
6 8 (6.61%) Hootsuite
6 8 (6.61%) Informatica
6 8 (6.61%) Microsoft
6 8 (6.61%) Pardot
6 8 (6.61%) Salesforce.com
6 8 (6.61%) Twitter
7 6 (4.96%) Netezza
8 5 (4.13%) Google
9 2 (1.65%) Sun
9 2 (1.65%) Teradata
10 1 (0.83%) SYSPRO
Edinburgh & Lothians
Meraki Talent Ltd
Salary: Excellent plus bonus and benefits
Posted: 5 days ago
Edinburgh, Midlothian
EY
Salary: Competitive
Posted: 23 days ago
Edinburgh, Midlothian
EY
Salary: Competitive
Posted: 23 days ago